Learning & Documentation MCP Servers

Serve Learn

Facilitates multilingual translation and resource management via the Model Context Protocol (MCP).

Lspace Docs

Transforms dispersed documents into a unified, searchable knowledge base.

Intro

Explores Model Context Protocols (MCPs) through a practical, step-by-step guide to building a first custom MCP.

DocsScraper

Provides semantic search capabilities over documentation chunks using embeddings and AI validation, connecting to a web API.

Learning Project

Provides a comprehensive, step-by-step guide for developing both server-side and client-side Model Context Protocol (MCP) applications.

Calculator STDIO Demo

Provides a foundational Model Context Protocol (MCP) calculator server demonstrating secure and performant inter-process communication via standard input/output streams.

A2A and Beyond

Offers practical code examples and foundational building blocks for understanding and implementing A2A protocols.

Obsidian

Enables direct file system access and management for Obsidian vaults through Model Context Protocol (MCP).

Swagger

Integrates Swagger/OpenAPI specifications with AI assistants, enabling interactive understanding and development of APIs.

MPO

Connects AI assistants and Large Language Models to GitHub, Confluence, and Databricks environments via the Model Context Protocol.

LSFusion

Provides an extensible server framework for hosting various tools, including a built-in RAG search functionality.

Confluence Knowledge Base

Transforms Confluence documentation into an AI-powered knowledge base, enabling natural language queries via Gemini CLI.

Android Dev

Provides Android development assistance following best practices, incorporating architecture patterns and code generation.

Smartschool

Connects AI assistants to the Smartschool platform, enabling access to educational data like courses, grades, assignments, and messages.

PmWiki

Enables large language models to interact with a PmWiki instance via the Model Context Protocol (MCP).

ASCII Art

Serves a collection of ASCII and Unicode art from a local database via a Model Context Protocol (MCP) server.

UseCortex

Provides AI coding agents with persistent, encrypted memory to read and write knowledge from any tool.

Gamedev

Provides game development knowledge, structured dev session workflows, and engine-specific implementation guidance via an MCP server.

En-Quire

Provides structured markdown editing and document management with built-in governance for agent systems.

ZIM

Exposes search and content retrieval tools for .zim archives over standard I/O.